The similarity structures between visual judgment and verbal description align on the coarse categorical level but lack precise one-to-one stimulus-level mapping.

(A) Illustration of Gromov-Wasserstein Optimal Transport (GWOT), an unsupervised alignment method to compare two similarity structures (e.g., similarity structure 1 and 2). Dij denotes the dissimilarity between stimulus i...

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Bibliographic Details
Main Author:	Chenxi Liao (5622617) (author)
Other Authors:	Masataka Sawayama (5150747) (author), Bei Xiao (14432449) (author)
Published:	2024
Subjects:	Neuroscience Science Policy Biological Sciences not elsewhere classified two behavioral tasks discover structural differences visual judgments exhibit visual features relate communicate relevant information unsupervised alignment method individual differences compared form verbal descriptions verbal descriptions visual nuances visual judgment leveraging information xlink "> work illustrates wide range visually discriminate various pre similarity structures significant correlation results show novel framework material perception material appearances known categories human cognition human behaviors generate images fully convey findings reveal different modalities comprehensive model coarse level categorical level based models ambiguous categories
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The similarity structures between visual judgment and verbal description align on the coarse categorical level but lack precise one-to-one stimulus-level mapping.

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